Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 10001 |
| Missing cells | 2 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 232.0 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 11 |
Age is highly correlated with Income | High correlation |
Income is highly correlated with Age | High correlation |
Freq is highly correlated with Monetary and 1 other fields | High correlation |
Monetary is highly correlated with Freq and 1 other fields | High correlation |
LTV is highly correlated with Freq and 1 other fields | High correlation |
SMRack is highly correlated with LGRack and 7 other fields | High correlation |
LGRack is highly correlated with SMRack and 7 other fields | High correlation |
Humid is highly correlated with SMRack and 7 other fields | High correlation |
Spcork is highly correlated with SMRack and 7 other fields | High correlation |
Bucket is highly correlated with SMRack and 7 other fields | High correlation |
Access is highly correlated with SMRack and 7 other fields | High correlation |
Complain is highly correlated with SMRack and 7 other fields | High correlation |
Mailfriend is highly correlated with SMRack and 7 other fields | High correlation |
Emailfriend is highly correlated with SMRack and 7 other fields | High correlation |
Custid is uniformly distributed | Uniform |
LTV has 269 (2.7%) zeros | Zeros |
Perdeal has 144 (1.4%) zeros | Zeros |
Sweetred has 921 (9.2%) zeros | Zeros |
Sweetwh has 909 (9.1%) zeros | Zeros |
Dessert has 927 (9.3%) zeros | Zeros |
Exotic has 104 (1.0%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-23 12:06:48.506719 |
|---|---|
| Analysis finished | 2021-02-23 12:07:41.655220 |
| Duration | 53.15 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6000.5 |
|---|---|
| Minimum | 1001 |
| Maximum | 11000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 1500.95 |
| Q1 | 3500.75 |
| median | 6000.5 |
| Q3 | 8500.25 |
| 95-th percentile | 10500.05 |
| Maximum | 11000 |
| Range | 9999 |
| Interquartile range (IQR) | 4999.5 |
Descriptive statistics
| Standard deviation | 2886.89568 |
|---|---|
| Coefficient of variation (CV) | 0.4811091876 |
| Kurtosis | -1.2 |
| Mean | 6000.5 |
| Median Absolute Deviation (MAD) | 2500 |
| Skewness | 0 |
| Sum | 60005000 |
| Variance | 8334166.667 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9735 | 1 | < 0.1% |
| 8533 | 1 | < 0.1% |
| 7788 | 1 | < 0.1% |
| 3843 | 1 | < 0.1% |
| 5284 | 1 | < 0.1% |
| 4743 | 1 | < 0.1% |
| 1247 | 1 | < 0.1% |
| 3409 | 1 | < 0.1% |
| 1197 | 1 | < 0.1% |
| 10479 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 1001 | 1 | |
| 1002 | 1 | |
| 1003 | 1 | |
| 1004 | 1 | |
| 1005 | 1 | |
| 1006 | 1 | |
| 1007 | 1 | |
| 1008 | 1 | |
| 1009 | 1 | |
| 1010 | 1 |
| Value | Count | Frequency (%) |
| 11000 | 1 | |
| 10999 | 1 | |
| 10998 | 1 | |
| 10997 | 1 | |
| 10996 | 1 | |
| 10995 | 1 | |
| 10994 | 1 | |
| 10993 | 1 | |
| 10992 | 1 | |
| 10991 | 1 |
Dayswus
Real number (ℝ≥0)
| Distinct | 702 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 898.102 |
|---|---|
| Minimum | 550 |
| Maximum | 1250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 550 |
|---|---|
| 5-th percentile | 586 |
| Q1 | 724 |
| median | 894 |
| Q3 | 1074 |
| 95-th percentile | 1216 |
| Maximum | 1250 |
| Range | 700 |
| Interquartile range (IQR) | 350 |
Descriptive statistics
| Standard deviation | 202.4826639 |
|---|---|
| Coefficient of variation (CV) | 0.2254561998 |
| Kurtosis | -1.200677417 |
| Mean | 898.102 |
| Median Absolute Deviation (MAD) | 176 |
| Skewness | 0.02359517137 |
| Sum | 8981918.102 |
| Variance | 40999.2292 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1199 | 29 | 0.3% |
| 953 | 27 | 0.3% |
| 921 | 24 | 0.2% |
| 671 | 24 | 0.2% |
| 587 | 24 | 0.2% |
| 1079 | 24 | 0.2% |
| 1115 | 23 | 0.2% |
| 635 | 23 | 0.2% |
| 794 | 23 | 0.2% |
| 892 | 23 | 0.2% |
| Other values (692) | 9757 |
| Value | Count | Frequency (%) |
| 550 | 14 | |
| 551 | 9 | |
| 552 | 12 | |
| 553 | 16 | |
| 554 | 15 | |
| 555 | 16 | |
| 556 | 15 | |
| 557 | 17 | |
| 558 | 15 | |
| 559 | 9 |
| Value | Count | Frequency (%) |
| 1250 | 2 | < 0.1% |
| 1249 | 12 | |
| 1248 | 13 | |
| 1247 | 20 | |
| 1246 | 12 | |
| 1245 | 17 | |
| 1244 | 15 | |
| 1243 | 15 | |
| 1242 | 14 | |
| 1241 | 11 |
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.9273 |
|---|---|
| Minimum | 18 |
| Maximum | 78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 33 |
| median | 48 |
| Q3 | 63 |
| 95-th percentile | 75 |
| Maximum | 78 |
| Range | 60 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.30185582 |
|---|---|
| Coefficient of variation (CV) | 0.3610020973 |
| Kurtosis | -1.19692013 |
| Mean | 47.9273 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.01035634623 |
| Sum | 479320.9273 |
| Variance | 299.3542147 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 63 | 190 | 1.9% |
| 22 | 188 | 1.9% |
| 65 | 188 | 1.9% |
| 53 | 187 | 1.9% |
| 35 | 186 | 1.9% |
| 61 | 183 | 1.8% |
| 55 | 183 | 1.8% |
| 40 | 182 | 1.8% |
| 38 | 182 | 1.8% |
| 54 | 180 | 1.8% |
| Other values (52) | 8152 |
| Value | Count | Frequency (%) |
| 18 | 90 | |
| 19 | 169 | |
| 20 | 175 | |
| 21 | 176 | |
| 22 | 188 | |
| 23 | 157 | |
| 24 | 149 | |
| 25 | 164 | |
| 26 | 167 | |
| 27 | 162 |
| Value | Count | Frequency (%) |
| 78 | 81 | |
| 77 | 160 | |
| 76 | 156 | |
| 75 | 150 | |
| 74 | 171 | |
| 73 | 158 | |
| 72 | 173 | |
| 71 | 163 | |
| 70 | 163 | |
| 69 | 155 |
Edu
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.7391 |
|---|---|
| Minimum | 12 |
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 14 |
| Q1 | 15 |
| median | 17 |
| Q3 | 18 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.876281213 |
|---|---|
| Coefficient of variation (CV) | 0.1120897308 |
| Kurtosis | -0.8286058243 |
| Mean | 16.7391 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.06576309637 |
| Sum | 167407.7391 |
| Variance | 3.52043119 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 1709 | |
| 15 | 1708 | |
| 17 | 1603 | |
| 18 | 1598 | |
| 19 | 1463 | |
| 14 | 977 | |
| 20 | 683 | 6.8% |
| 13 | 169 | 1.7% |
| 12 | 90 | 0.9% |
| 16.7391 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 90 | 0.9% |
| 13 | 169 | 1.7% |
| 14 | 977 | |
| 15 | 1708 | |
| 16 | 1709 | |
| 16.7391 | 1 | < 0.1% |
| 17 | 1603 | |
| 18 | 1598 | |
| 19 | 1463 | |
| 20 | 683 | 6.8% |
| Value | Count | Frequency (%) |
| 20 | 683 | 6.8% |
| 19 | 1463 | |
| 18 | 1598 | |
| 17 | 1603 | |
| 16.7391 | 1 | < 0.1% |
| 16 | 1709 | |
| 15 | 1708 | |
| 14 | 977 | |
| 13 | 169 | 1.7% |
| 12 | 90 | 0.9% |
| Distinct | 9459 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69904.358 |
|---|---|
| Minimum | 10000 |
| Maximum | 140628 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 10000 |
|---|---|
| 5-th percentile | 26152 |
| Q1 | 47646 |
| median | 70009 |
| Q3 | 92147 |
| 95-th percentile | 113311 |
| Maximum | 140628 |
| Range | 130628 |
| Interquartile range (IQR) | 44501 |
Descriptive statistics
| Standard deviation | 27610.85266 |
|---|---|
| Coefficient of variation (CV) | 0.3949804197 |
| Kurtosis | -0.9246030945 |
| Mean | 69904.358 |
| Median Absolute Deviation (MAD) | 22263 |
| Skewness | 0.005863360532 |
| Sum | 699113484.4 |
| Variance | 762359184.9 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 40 | 0.4% |
| 94817 | 4 | < 0.1% |
| 64185 | 4 | < 0.1% |
| 51743 | 3 | < 0.1% |
| 59145 | 3 | < 0.1% |
| 99452 | 3 | < 0.1% |
| 66441 | 3 | < 0.1% |
| 76133 | 3 | < 0.1% |
| 38493 | 3 | < 0.1% |
| 106995 | 3 | < 0.1% |
| Other values (9449) | 9932 |
| Value | Count | Frequency (%) |
| 10000 | 40 | |
| 10182 | 1 | < 0.1% |
| 10186 | 1 | < 0.1% |
| 10608 | 1 | < 0.1% |
| 10886 | 1 | < 0.1% |
| 11347 | 1 | < 0.1% |
| 11360 | 1 | < 0.1% |
| 11437 | 1 | < 0.1% |
| 11474 | 1 | < 0.1% |
| 11683 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 140628 | 1 | |
| 139730 | 1 | |
| 137338 | 1 | |
| 137053 | 1 | |
| 136922 | 1 | |
| 136690 | 1 | |
| 136213 | 1 | |
| 136192 | 1 | |
| 135959 | 1 | |
| 135789 | 1 |
Kidhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 586.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 0.4188 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.00029997 |
| Min length | 3 |
Characters and Unicode
| Total characters | 30006 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
| Value | Count | Frequency (%) |
| 0.0 | 5812 | |
| 1.0 | 4188 | |
| 0.4188 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 5812 | |
| 1.0 | 4188 | |
| 0.4188 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15813 | |
| . | 10001 | |
| 1 | 4189 | 14.0% |
| 8 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20005 | |
| Other Punctuation | 10001 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 15813 | |
| 1 | 4189 | 20.9% |
| 8 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 10001 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30006 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 15813 | |
| . | 10001 | |
| 1 | 4189 | 14.0% |
| 8 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30006 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 15813 | |
| . | 10001 | |
| 1 | 4189 | 14.0% |
| 8 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
Teenhome
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 586.1 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 0.4698 | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.00029997 |
| Min length | 3 |
Characters and Unicode
| Total characters | 30006 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Value | Count | Frequency (%) |
| 0.0 | 5302 | |
| 1.0 | 4698 | |
| 0.4698 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.0 | 5302 | |
| 1.0 | 4698 | |
| 0.4698 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 15303 | |
| . | 10001 | |
| 1 | 4698 | 15.7% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20005 | |
| Other Punctuation | 10001 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 15303 | |
| 1 | 4698 | 23.5% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 10001 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 30006 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 15303 | |
| . | 10001 | |
| 1 | 4698 | 15.7% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30006 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 15303 | |
| . | 10001 | |
| 1 | 4698 | 15.7% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.6280372 |
|---|---|
| Minimum | 1 |
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 12 |
| Q3 | 24 |
| 95-th percentile | 37 |
| Maximum | 56 |
| Range | 55 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.9684765 |
|---|---|
| Coefficient of variation (CV) | 0.8181874536 |
| Kurtosis | -0.5911677056 |
| Mean | 14.6280372 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.6951613237 |
| Sum | 146295 |
| Variance | 143.2444298 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 857 | 8.6% |
| 2 | 836 | 8.4% |
| 4 | 789 | 7.9% |
| 5 | 557 | 5.6% |
| 1 | 541 | 5.4% |
| 7 | 250 | 2.5% |
| 6 | 239 | 2.4% |
| 10 | 235 | 2.3% |
| 12 | 233 | 2.3% |
| 9 | 230 | 2.3% |
| Other values (44) | 5234 |
| Value | Count | Frequency (%) |
| 1 | 541 | |
| 2 | 836 | |
| 3 | 857 | |
| 4 | 789 | |
| 5 | 557 | |
| 6 | 239 | 2.4% |
| 7 | 250 | 2.5% |
| 8 | 230 | 2.3% |
| 9 | 230 | 2.3% |
| 10 | 235 | 2.3% |
| Value | Count | Frequency (%) |
| 56 | 1 | < 0.1% |
| 54 | 2 | < 0.1% |
| 53 | 1 | < 0.1% |
| 52 | 2 | < 0.1% |
| 50 | 7 | 0.1% |
| 49 | 10 | |
| 48 | 8 | 0.1% |
| 47 | 16 | |
| 46 | 19 | |
| 45 | 23 |
Recency
Real number (ℝ≥0)
| Distinct | 390 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.4068 |
|---|---|
| Minimum | 0 |
| Maximum | 549 |
| Zeros | 46 |
| Zeros (%) | 0.5% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 26 |
| median | 52 |
| Q3 | 78 |
| 95-th percentile | 99 |
| Maximum | 549 |
| Range | 549 |
| Interquartile range (IQR) | 52 |
Descriptive statistics
| Standard deviation | 69.87076151 |
|---|---|
| Coefficient of variation (CV) | 1.119601734 |
| Kurtosis | 20.95810519 |
| Mean | 62.4068 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 4.165625545 |
| Sum | 624130.4068 |
| Variance | 4881.923314 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 92 | 114 | 1.1% |
| 64 | 113 | 1.1% |
| 56 | 113 | 1.1% |
| 9 | 113 | 1.1% |
| 4 | 113 | 1.1% |
| 27 | 111 | 1.1% |
| 29 | 111 | 1.1% |
| 24 | 110 | 1.1% |
| 45 | 109 | 1.1% |
| 13 | 108 | 1.1% |
| Other values (380) | 8886 |
| Value | Count | Frequency (%) |
| 0 | 46 | |
| 1 | 103 | |
| 2 | 103 | |
| 3 | 100 | |
| 4 | 113 | |
| 5 | 79 | |
| 6 | 102 | |
| 7 | 94 | |
| 8 | 86 | |
| 9 | 113 |
| Value | Count | Frequency (%) |
| 549 | 3 | |
| 547 | 1 | < 0.1% |
| 546 | 3 | |
| 543 | 1 | < 0.1% |
| 542 | 2 | |
| 540 | 1 | < 0.1% |
| 538 | 1 | < 0.1% |
| 537 | 1 | < 0.1% |
| 535 | 1 | < 0.1% |
| 534 | 1 | < 0.1% |
| Distinct | 723 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 622.5552 |
|---|---|
| Minimum | 6 |
| Maximum | 3052 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 63 |
| median | 383 |
| Q3 | 1077 |
| 95-th percentile | 1916 |
| Maximum | 3052 |
| Range | 3046 |
| Interquartile range (IQR) | 1014 |
Descriptive statistics
| Standard deviation | 647.1029658 |
|---|---|
| Coefficient of variation (CV) | 1.039430665 |
| Kurtosis | -0.07157312418 |
| Mean | 622.5552 |
| Median Absolute Deviation (MAD) | 344 |
| Skewness | 0.9760857124 |
| Sum | 6226174.555 |
| Variance | 418742.2484 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 171 | 1.7% |
| 41 | 140 | 1.4% |
| 20 | 120 | 1.2% |
| 64 | 99 | 1.0% |
| 42 | 98 | 1.0% |
| 40 | 97 | 1.0% |
| 65 | 84 | 0.8% |
| 66 | 82 | 0.8% |
| 92 | 64 | 0.6% |
| 33 | 63 | 0.6% |
| Other values (713) | 8983 |
| Value | Count | Frequency (%) |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 9 | 0.1% |
| 9 | 15 | 0.1% |
| 10 | 25 | |
| 11 | 29 | |
| 12 | 26 | |
| 13 | 34 | |
| 14 | 41 | |
| 15 | 29 |
| Value | Count | Frequency (%) |
| 3052 | 1 | |
| 2938 | 1 | |
| 2936 | 1 | |
| 2878 | 1 | |
| 2823 | 1 | |
| 2821 | 1 | |
| 2707 | 1 | |
| 2706 | 1 | |
| 2705 | 2 | |
| 2704 | 2 |
| Distinct | 1209 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209.0712 |
|---|---|
| Minimum | -178 |
| Maximum | 1791 |
| Zeros | 269 |
| Zeros (%) | 2.7% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | -178 |
|---|---|
| 5-th percentile | -19 |
| Q1 | -2 |
| median | 57 |
| Q3 | 364 |
| 95-th percentile | 828 |
| Maximum | 1791 |
| Range | 1969 |
| Interquartile range (IQR) | 366 |
Descriptive statistics
| Standard deviation | 291.9714406 |
|---|---|
| Coefficient of variation (CV) | 1.396516788 |
| Kurtosis | 1.540915322 |
| Mean | 209.0712 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 1.446813413 |
| Sum | 2090921.071 |
| Variance | 85247.32213 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| -2 | 323 | 3.2% |
| 0 | 269 | 2.7% |
| -3 | 253 | 2.5% |
| -4 | 241 | 2.4% |
| -1 | 241 | 2.4% |
| -5 | 218 | 2.2% |
| 2 | 186 | 1.9% |
| 1 | 182 | 1.8% |
| -6 | 162 | 1.6% |
| -7 | 148 | 1.5% |
| Other values (1199) | 7778 |
| Value | Count | Frequency (%) |
| -178 | 1 | < 0.1% |
| -168 | 1 | < 0.1% |
| -160 | 1 | < 0.1% |
| -147 | 2 | |
| -138 | 1 | < 0.1% |
| -137 | 1 | < 0.1% |
| -134 | 1 | < 0.1% |
| -124 | 3 | |
| -123 | 1 | < 0.1% |
| -117 | 2 |
| Value | Count | Frequency (%) |
| 1791 | 1 | |
| 1608 | 1 | |
| 1588 | 1 | |
| 1583 | 1 | |
| 1549 | 1 | |
| 1515 | 1 | |
| 1513 | 1 | |
| 1510 | 1 | |
| 1496 | 1 | |
| 1478 | 1 |
| Distinct | 99 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.3972 |
|---|---|
| Minimum | 0 |
| Maximum | 97 |
| Zeros | 144 |
| Zeros (%) | 1.4% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6 |
| median | 25 |
| Q3 | 56 |
| 95-th percentile | 82 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 27.89569917 |
|---|---|
| Coefficient of variation (CV) | 0.8610527814 |
| Kurtosis | -1.054017183 |
| Mean | 32.3972 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.5192531345 |
| Sum | 324004.3972 |
| Variance | 778.1700322 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 885 | 8.8% |
| 2 | 624 | 6.2% |
| 3 | 359 | 3.6% |
| 4 | 232 | 2.3% |
| 5 | 195 | 1.9% |
| 7 | 175 | 1.7% |
| 6 | 164 | 1.6% |
| 10 | 151 | 1.5% |
| 9 | 147 | 1.5% |
| 12 | 146 | 1.5% |
| Other values (89) | 6923 |
| Value | Count | Frequency (%) |
| 0 | 144 | 1.4% |
| 1 | 885 | |
| 2 | 624 | |
| 3 | 359 | |
| 4 | 232 | 2.3% |
| 5 | 195 | 1.9% |
| 6 | 164 | 1.6% |
| 7 | 175 | 1.7% |
| 8 | 139 | 1.4% |
| 9 | 147 | 1.5% |
| Value | Count | Frequency (%) |
| 97 | 1 | < 0.1% |
| 96 | 9 | 0.1% |
| 95 | 3 | < 0.1% |
| 94 | 9 | 0.1% |
| 93 | 31 | |
| 92 | 29 | |
| 91 | 20 | |
| 90 | 32 | |
| 89 | 48 | |
| 88 | 46 |
Dryred
Real number (ℝ≥0)
| Distinct | 100 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.3827 |
|---|---|
| Minimum | 1 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 32 |
| median | 51 |
| Q3 | 69 |
| 95-th percentile | 88 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 23.45264251 |
|---|---|
| Coefficient of variation (CV) | 0.4654899898 |
| Kurtosis | -0.9261405286 |
| Mean | 50.3827 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.07844917351 |
| Sum | 503877.3827 |
| Variance | 550.0264407 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 158 | 1.6% |
| 55 | 158 | 1.6% |
| 47 | 153 | 1.5% |
| 70 | 153 | 1.5% |
| 56 | 152 | 1.5% |
| 41 | 151 | 1.5% |
| 46 | 151 | 1.5% |
| 57 | 149 | 1.5% |
| 58 | 149 | 1.5% |
| 48 | 148 | 1.5% |
| Other values (90) | 8479 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 15 | 0.1% |
| 3 | 27 | 0.3% |
| 4 | 44 | |
| 5 | 51 | |
| 6 | 64 | |
| 7 | 63 | |
| 8 | 65 | |
| 9 | 76 | |
| 10 | 68 |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 97 | 9 | 0.1% |
| 96 | 19 | 0.2% |
| 95 | 25 | 0.2% |
| 94 | 41 | |
| 93 | 59 | |
| 92 | 55 | |
| 91 | 66 | |
| 90 | 69 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0545 |
|---|---|
| Minimum | 0 |
| Maximum | 75 |
| Zeros | 921 |
| Zeros (%) | 9.2% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 23 |
| Maximum | 75 |
| Range | 75 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 7.866150885 |
|---|---|
| Coefficient of variation (CV) | 1.115054346 |
| Kurtosis | 5.771802544 |
| Mean | 7.0545 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.061381057 |
| Sum | 70552.0545 |
| Variance | 61.87632975 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1458 | |
| 2 | 1131 | |
| 0 | 921 | 9.2% |
| 3 | 867 | 8.7% |
| 4 | 708 | 7.1% |
| 5 | 645 | 6.4% |
| 6 | 550 | 5.5% |
| 7 | 447 | 4.5% |
| 8 | 411 | 4.1% |
| 9 | 317 | 3.2% |
| Other values (50) | 2546 |
| Value | Count | Frequency (%) |
| 0 | 921 | |
| 1 | 1458 | |
| 2 | 1131 | |
| 3 | 867 | |
| 4 | 708 | |
| 5 | 645 | |
| 6 | 550 | 5.5% |
| 7 | 447 | 4.5% |
| 7.0545 | 1 | < 0.1% |
| 8 | 411 | 4.1% |
| Value | Count | Frequency (%) |
| 75 | 1 | |
| 68 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 61 | 1 | |
| 59 | 1 | |
| 58 | 2 | |
| 55 | 1 | |
| 51 | 1 | |
| 50 | 1 |
Drywh
Real number (ℝ≥0)
| Distinct | 74 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.5213 |
|---|---|
| Minimum | 1 |
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 19 |
| median | 28 |
| Q3 | 37 |
| 95-th percentile | 50 |
| Maximum | 74 |
| Range | 73 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 12.58332811 |
|---|---|
| Coefficient of variation (CV) | 0.4411905527 |
| Kurtosis | -0.4266219477 |
| Mean | 28.5213 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.3207923803 |
| Sum | 285241.5213 |
| Variance | 158.3401463 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 23 | 320 | 3.2% |
| 22 | 314 | 3.1% |
| 26 | 308 | 3.1% |
| 27 | 297 | 3.0% |
| 25 | 293 | 2.9% |
| 19 | 287 | 2.9% |
| 30 | 282 | 2.8% |
| 31 | 281 | 2.8% |
| 28 | 278 | 2.8% |
| 29 | 274 | 2.7% |
| Other values (64) | 7067 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 2 | < 0.1% |
| 3 | 14 | 0.1% |
| 4 | 40 | 0.4% |
| 5 | 59 | |
| 6 | 69 | |
| 7 | 92 | |
| 8 | 108 | |
| 9 | 145 | |
| 10 | 142 |
| Value | Count | Frequency (%) |
| 74 | 2 | < 0.1% |
| 73 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 70 | 1 | < 0.1% |
| 69 | 3 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 7 | |
| 65 | 5 | |
| 64 | 10 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.0698 |
|---|---|
| Minimum | 0 |
| Maximum | 62 |
| Zeros | 909 |
| Zeros (%) | 9.1% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 24 |
| Maximum | 62 |
| Range | 62 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 8.014682025 |
|---|---|
| Coefficient of variation (CV) | 1.13365046 |
| Kurtosis | 5.664414964 |
| Mean | 7.0698 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.106884048 |
| Sum | 70705.0698 |
| Variance | 64.23512796 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1541 | |
| 2 | 1088 | |
| 0 | 909 | 9.1% |
| 3 | 865 | 8.6% |
| 4 | 746 | 7.5% |
| 5 | 605 | 6.0% |
| 6 | 550 | 5.5% |
| 7 | 451 | 4.5% |
| 8 | 376 | 3.8% |
| 9 | 327 | 3.3% |
| Other values (50) | 2543 |
| Value | Count | Frequency (%) |
| 0 | 909 | |
| 1 | 1541 | |
| 2 | 1088 | |
| 3 | 865 | |
| 4 | 746 | |
| 5 | 605 | 6.0% |
| 6 | 550 | 5.5% |
| 7 | 451 | 4.5% |
| 7.0698 | 1 | < 0.1% |
| 8 | 376 | 3.8% |
| Value | Count | Frequency (%) |
| 62 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60 | 2 | |
| 59 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 2 | |
| 54 | 2 | |
| 52 | 3 | |
| 50 | 4 | |
| 49 | 1 | < 0.1% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9474 |
|---|---|
| Minimum | 0 |
| Maximum | 77 |
| Zeros | 927 |
| Zeros (%) | 9.3% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 23 |
| Maximum | 77 |
| Range | 77 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.87915181 |
|---|---|
| Coefficient of variation (CV) | 1.134115181 |
| Kurtosis | 6.670907124 |
| Mean | 6.9474 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.203649513 |
| Sum | 69480.9474 |
| Variance | 62.08103324 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1495 | |
| 2 | 1110 | |
| 0 | 927 | 9.3% |
| 3 | 917 | 9.2% |
| 4 | 741 | 7.4% |
| 5 | 577 | 5.8% |
| 6 | 524 | 5.2% |
| 7 | 496 | 5.0% |
| 8 | 389 | 3.9% |
| 9 | 345 | 3.4% |
| Other values (50) | 2480 |
| Value | Count | Frequency (%) |
| 0 | 927 | |
| 1 | 1495 | |
| 2 | 1110 | |
| 3 | 917 | |
| 4 | 741 | |
| 5 | 577 | 5.8% |
| 6 | 524 | 5.2% |
| 6.9474 | 1 | < 0.1% |
| 7 | 496 | 5.0% |
| 8 | 389 | 3.9% |
| Value | Count | Frequency (%) |
| 77 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 58 | 2 | |
| 57 | 2 | |
| 56 | 1 | < 0.1% |
| 55 | 3 | |
| 52 | 2 | |
| 50 | 2 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.5466 |
|---|---|
| Minimum | 0 |
| Maximum | 96 |
| Zeros | 104 |
| Zeros (%) | 1.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 10 |
| Q3 | 23 |
| 95-th percentile | 55 |
| Maximum | 96 |
| Range | 96 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 17.24680922 |
|---|---|
| Coefficient of variation (CV) | 1.042317408 |
| Kurtosis | 2.838649566 |
| Mean | 16.5466 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.71371308 |
| Sum | 165482.5466 |
| Variance | 297.4524284 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 700 | 7.0% |
| 1 | 615 | 6.1% |
| 3 | 614 | 6.1% |
| 4 | 573 | 5.7% |
| 5 | 563 | 5.6% |
| 6 | 467 | 4.7% |
| 7 | 402 | 4.0% |
| 8 | 377 | 3.8% |
| 10 | 340 | 3.4% |
| 9 | 332 | 3.3% |
| Other values (88) | 5018 |
| Value | Count | Frequency (%) |
| 0 | 104 | 1.0% |
| 1 | 615 | |
| 2 | 700 | |
| 3 | 614 | |
| 4 | 573 | |
| 5 | 563 | |
| 6 | 467 | |
| 7 | 402 | |
| 8 | 377 | |
| 9 | 332 |
| Value | Count | Frequency (%) |
| 96 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| 94 | 3 | |
| 93 | 2 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 4 | |
| 90 | 3 | |
| 89 | 5 | |
| 88 | 7 | |
| 87 | 2 | < 0.1% |
WebPurchase
Real number (ℝ≥0)
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.3762 |
|---|---|
| Minimum | 4 |
| Maximum | 88 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 28 |
| median | 45 |
| Q3 | 57 |
| 95-th percentile | 69 |
| Maximum | 88 |
| Range | 84 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 18.52113586 |
|---|---|
| Coefficient of variation (CV) | 0.4370645754 |
| Kurtosis | -1.037824579 |
| Mean | 42.3762 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.2635958551 |
| Sum | 423804.3762 |
| Variance | 343.0324736 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 238 | 2.4% |
| 54 | 238 | 2.4% |
| 57 | 235 | 2.3% |
| 55 | 227 | 2.3% |
| 58 | 217 | 2.2% |
| 53 | 216 | 2.2% |
| 13 | 215 | 2.1% |
| 61 | 214 | 2.1% |
| 60 | 209 | 2.1% |
| 59 | 204 | 2.0% |
| Other values (73) | 7788 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 15 | 0.1% |
| 7 | 39 | 0.4% |
| 8 | 57 | 0.6% |
| 9 | 103 | |
| 10 | 142 | |
| 11 | 167 | |
| 12 | 184 | |
| 13 | 215 |
| Value | Count | Frequency (%) |
| 88 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 82 | 4 | < 0.1% |
| 81 | 3 | < 0.1% |
| 80 | 6 | 0.1% |
| 79 | 8 | 0.1% |
| 78 | 12 | |
| 77 | 14 | |
| 76 | 26 |
WebVisit
Real number (ℝ≥0)
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.216578342 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 32 |
| Zeros (%) | 0.3% |
| Memory size | 39.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.33034099 |
|---|---|
| Coefficient of variation (CV) | 0.4467182964 |
| Kurtosis | -0.9934810938 |
| Mean | 5.216578342 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.2786309182 |
| Sum | 52171 |
| Variance | 5.430489131 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1651 | |
| 6 | 1467 | |
| 8 | 1398 | |
| 5 | 1282 | |
| 4 | 1045 | |
| 3 | 946 | |
| 2 | 919 | |
| 1 | 749 | |
| 9 | 507 | 5.1% |
| 0 | 32 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 32 | 0.3% |
| 1 | 749 | |
| 2 | 919 | |
| 3 | 946 | |
| 4 | 1045 | |
| 5 | 1282 | |
| 6 | 1467 | |
| 7 | 1651 | |
| 8 | 1398 | |
| 9 | 507 | 5.1% |
| Value | Count | Frequency (%) |
| 10 | 5 | < 0.1% |
| 9 | 507 | 5.1% |
| 8 | 1398 | |
| 7 | 1651 | |
| 6 | 1467 | |
| 5 | 1282 | |
| 4 | 1045 | |
| 3 | 946 | |
| 2 | 919 | |
| 1 | 749 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 817 |
| 817 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 817 | 8.2% |
| 817 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 817 | 8.2% |
| 817 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 696 |
| 696 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9304 | |
| 1 | 696 | 7.0% |
| 696 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9304 | |
| 1 | 696 | 7.0% |
| 696 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9304 | |
| 1 | 696 | 7.0% |
| 6 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9304 | |
| 1 | 696 | 7.0% |
| 6 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9304 | |
| 1 | 696 | 7.0% |
| 6 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9304 | |
| 1 | 696 | 7.0% |
| 6 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 817 |
| 817 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 817 | 8.2% |
| 817 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 817 | 8.2% |
| 817 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9183 | |
| 1 | 818 | 8.2% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 682 |
| 682 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9318 | |
| 1 | 682 | 6.8% |
| 682 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9318 | |
| 1 | 682 | 6.8% |
| 682 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9318 | |
| 1 | 682 | 6.8% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9318 | |
| 1 | 682 | 6.8% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9318 | |
| 1 | 682 | 6.8% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9318 | |
| 1 | 682 | 6.8% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 130 |
| 130 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9870 | |
| 1 | 130 | 1.3% |
| 130 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9870 | |
| 1 | 130 | 1.3% |
| 130 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9871 | |
| 1 | 131 | 1.3% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9871 | |
| 1 | 131 | 1.3% |
| 3 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9871 | |
| 1 | 131 | 1.3% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9871 | |
| 1 | 131 | 1.3% |
| 3 | 1 | < 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 355 |
| 3 | 57 |
| 2460 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.00029997 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10004 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 8009 | |
| 1 | 1579 | 15.8% |
| 2 | 355 | 3.5% |
| 3 | 57 | 0.6% |
| 2460 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 8009 | |
| 1 | 1579 | 15.8% |
| 2 | 355 | 3.5% |
| 3 | 57 | 0.6% |
| 2460 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8010 | |
| 1 | 1579 | 15.8% |
| 2 | 356 | 3.6% |
| 3 | 57 | 0.6% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10004 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 8010 | |
| 1 | 1579 | 15.8% |
| 2 | 356 | 3.6% |
| 3 | 57 | 0.6% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10004 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 8010 | |
| 1 | 1579 | 15.8% |
| 2 | 356 | 3.6% |
| 3 | 57 | 0.6% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10004 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 8010 | |
| 1 | 1579 | 15.8% |
| 2 | 356 | 3.6% |
| 3 | 57 | 0.6% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 112 |
| 112 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9888 | |
| 1 | 112 | 1.1% |
| 112 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9888 | |
| 1 | 112 | 1.1% |
| 112 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9888 | |
| 1 | 114 | 1.1% |
| 2 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9888 | |
| 1 | 114 | 1.1% |
| 2 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9888 | |
| 1 | 114 | 1.1% |
| 2 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9888 | |
| 1 | 114 | 1.1% |
| 2 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | |
| 1019 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.00029997 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10004 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 8981 | |
| 1 | 1019 | 10.2% |
| 1019 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 8981 | |
| 1 | 1019 | 10.2% |
| 1019 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8982 | |
| 1 | 1021 | 10.2% |
| 9 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10004 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 8982 | |
| 1 | 1021 | 10.2% |
| 9 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10004 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 8982 | |
| 1 | 1021 | 10.2% |
| 9 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10004 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 8982 | |
| 1 | 1021 | 10.2% |
| 9 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.6 KiB |
| 0 | |
|---|---|
| 1 | 511 |
| 511 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.00019998 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10003 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 1 | 511 | 5.1% |
| 511 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 1 | 511 | 5.1% |
| 511 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 1 | 513 | 5.1% |
| 5 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 10003 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 1 | 513 | 5.1% |
| 5 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10003 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 1 | 513 | 5.1% |
| 5 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10003 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 1 | 513 | 5.1% |
| 5 | 1 | < 0.1% |
Rand
Real number (ℝ≥0)
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5021574211 |
|---|---|
| Minimum | 0.0002663478859 |
| Maximum | 0.9997207494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 78.3 KiB |
Quantile statistics
| Minimum | 0.0002663478859 |
|---|---|
| 5-th percentile | 0.05005658068 |
| Q1 | 0.2495372499 |
| median | 0.5059135857 |
| Q3 | 0.7520553178 |
| 95-th percentile | 0.9499048046 |
| Maximum | 0.9997207494 |
| Range | 0.9994544015 |
| Interquartile range (IQR) | 0.5025180679 |
Descriptive statistics
| Standard deviation | 0.2900675656 |
|---|---|
| Coefficient of variation (CV) | 0.5776426942 |
| Kurtosis | -1.206560432 |
| Mean | 0.5021574211 |
| Median Absolute Deviation (MAD) | 0.251060804 |
| Skewness | -0.0153711596 |
| Sum | 5021.574211 |
| Variance | 0.08413919264 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7906005587 | 1 | < 0.1% |
| 0.4863396723 | 1 | < 0.1% |
| 0.08204805704 | 1 | < 0.1% |
| 0.5226202345 | 1 | < 0.1% |
| 0.006453955675 | 1 | < 0.1% |
| 0.3313218591 | 1 | < 0.1% |
| 0.7615032596 | 1 | < 0.1% |
| 0.5745886626 | 1 | < 0.1% |
| 0.4498233655 | 1 | < 0.1% |
| 0.4827474073 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 0.0002663478859 | 1 | |
| 0.0003115648702 | 1 | |
| 0.0005014485086 | 1 | |
| 0.0006973985951 | 1 | |
| 0.0007356984281 | 1 | |
| 0.0008474315338 | 1 | |
| 0.000857395361 | 1 | |
| 0.0009136739878 | 1 | |
| 0.0009429212394 | 1 | |
| 0.0009759505306 | 1 |
| Value | Count | Frequency (%) |
| 0.9997207494 | 1 | |
| 0.9997093883 | 1 | |
| 0.9996852413 | 1 | |
| 0.9996753332 | 1 | |
| 0.9995775665 | 1 | |
| 0.9995648565 | 1 | |
| 0.9994669678 | 1 | |
| 0.9993083316 | 1 | |
| 0.9989622226 | 1 | |
| 0.9988769275 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Custid | Dayswus | Age | Edu | Income | Kidhome | Teenhome | Freq | Recency | Monetary | LTV | Perdeal | Dryred | Sweetred | Drywh | Sweetwh | Dessert | Exotic | WebPurchase | WebVisit | SMRack | LGRack | Humid | Spcork | Bucket | Access | Complain | Mailfriend | Emailfriend | Rand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5325.0 | 653.0 | 55.0 | 20.0 | 78473.0 | 0.0 | 0.0 | 20 | 18.0 | 826.0 | 445.0 | 7.0 | 67.0 | 4.0 | 26.0 | 2.0 | 1.0 | 1.0 | 36.0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.240092 |
| 1 | 3956.0 | 1041.0 | 75.0 | 18.0 | 105087.0 | 0.0 | 0.0 | 36 | 33.0 | 1852.0 | 539.0 | 2.0 | 49.0 | 0.0 | 46.0 | 1.0 | 3.0 | 0.0 | 20.0 | 4 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0.435944 |
| 2 | 3681.0 | 666.0 | 18.0 | 12.0 | 27984.0 | 1.0 | 0.0 | 4 | 56.0 | 39.0 | -7.0 | 88.0 | 4.0 | 29.0 | 14.0 | 32.0 | 21.0 | 48.0 | 60.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.350584 |
| 3 | 2829.0 | 1049.0 | 42.0 | 16.0 | 61748.0 | 1.0 | 1.0 | 2 | 46.0 | 37.0 | -6.0 | 70.0 | 86.0 | 1.0 | 11.0 | 1.0 | 1.0 | 55.0 | 59.0 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0.594082 |
| 4 | 8788.0 | 837.0 | 47.0 | 16.0 | 65789.0 | 0.0 | 1.0 | 2 | 3.0 | 36.0 | 4.0 | 35.0 | 85.0 | 0.0 | 12.0 | 2.0 | 1.0 | 28.0 | 63.0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.782248 |
| 5 | 4356.0 | 916.0 | 54.0 | 20.0 | 76751.0 | 0.0 | 0.0 | 17 | 17.0 | 658.0 | 185.0 | 4.0 | 62.0 | 7.0 | 27.0 | 4.0 | 0.0 | 30.0 | 36.0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0.726999 |
| 6 | 7003.0 | 874.0 | 42.0 | 15.0 | 51644.0 | 1.0 | 1.0 | 2 | 19.0 | 33.0 | -5.0 | 74.0 | 75.0 | 1.0 | 22.0 | 0.0 | 2.0 | 23.0 | 44.0 | 5 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0.464131 |
| 7 | 1815.0 | 1063.0 | 70.0 | 16.0 | 83942.0 | 0.0 | 0.0 | 29 | 20.0 | 1407.0 | 440.0 | 4.0 | 40.0 | 3.0 | 45.0 | 3.0 | 9.0 | 2.0 | 13.0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.022904 |
| 8 | 9139.0 | 853.0 | 26.0 | 17.0 | 33186.0 | 1.0 | 1.0 | 2 | 86.0 | 21.0 | -6.0 | 89.0 | 23.0 | 16.0 | 40.0 | 11.0 | 11.0 | 30.0 | 66.0 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.333297 |
| 9 | 6511.0 | 881.0 | 53.0 | 17.0 | 88538.0 | 0.0 | 1.0 | 17 | 12.0 | 651.0 | 195.0 | 16.0 | 88.0 | 2.0 | 9.0 | 1.0 | 1.0 | 11.0 | 39.0 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.870078 |
Last rows
| Custid | Dayswus | Age | Edu | Income | Kidhome | Teenhome | Freq | Recency | Monetary | LTV | Perdeal | Dryred | Sweetred | Drywh | Sweetwh | Dessert | Exotic | WebPurchase | WebVisit | SMRack | LGRack | Humid | Spcork | Bucket | Access | Complain | Mailfriend | Emailfriend | Rand | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9991 | 8810.0 | 868.000 | 48.0000 | 18.0000 | 72973.000 | 0.0000 | 1.0000 | 11 | 64.0000 | 350.0000 | 33.0000 | 41.0000 | 91.0000 | 1.0000 | 5.0000 | 1.0000 | 2.0000 | 16.0000 | 38.0000 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.118905 |
| 9992 | 9745.0 | 1174.000 | 25.0000 | 18.0000 | 35468.000 | 1.0000 | 0.0000 | 3 | 38.0000 | 65.0000 | -3.0000 | 60.0000 | 62.0000 | 4.0000 | 30.0000 | 0.0000 | 4.0000 | 4.0000 | 68.0000 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.935576 |
| 9993 | 8720.0 | 1097.000 | 44.0000 | 16.0000 | 58191.000 | 1.0000 | 1.0000 | 6 | 65.0000 | 152.0000 | -19.0000 | 70.0000 | 52.0000 | 4.0000 | 34.0000 | 5.0000 | 5.0000 | 2.0000 | 46.0000 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.524598 |
| 9994 | 7989.0 | 774.000 | 43.0000 | 18.0000 | 42853.000 | 1.0000 | 1.0000 | 4 | 33.0000 | 59.0000 | -17.0000 | 90.0000 | 73.0000 | 1.0000 | 25.0000 | 1.0000 | 0.0000 | 7.0000 | 67.0000 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.762488 |
| 9995 | 1383.0 | 1132.000 | 57.0000 | 20.0000 | 81033.000 | 0.0000 | 1.0000 | 19 | 59.0000 | 776.0000 | 187.0000 | 22.0000 | 78.0000 | 0.0000 | 20.0000 | 1.0000 | 1.0000 | 11.0000 | 27.0000 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0.820415 |
| 9996 | 4070.0 | 596.000 | 66.0000 | 15.0000 | 84714.000 | 0.0000 | 0.0000 | 18 | 45.0000 | 720.0000 | 391.0000 | 5.0000 | 30.0000 | 12.0000 | 36.0000 | 10.0000 | 12.0000 | 13.0000 | 18.0000 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.905248 |
| 9997 | 7909.0 | 619.000 | 18.0000 | 12.0000 | 40466.000 | 0.0000 | 0.0000 | 3 | 65.0000 | 47.0000 | 5.0000 | 23.0000 | 6.0000 | 24.0000 | 10.0000 | 38.0000 | 22.0000 | 41.0000 | 58.0000 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.679388 |
| 9998 | 4158.0 | 1107.000 | 33.0000 | 16.0000 | 53661.000 | 1.0000 | 0.0000 | 1 | 368.0000 | 15.0000 | 2.0000 | 35.0000 | 18.0000 | 13.0000 | 45.0000 | 11.0000 | 13.0000 | 13.0000 | 60.0000 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.016766 |
| 9999 | 4914.0 | 979.000 | 55.0000 | 16.0000 | 94926.000 | 0.0000 | 1.0000 | 25 | 28.0000 | 1148.0000 | 293.0000 | 7.0000 | 63.0000 | 10.0000 | 13.0000 | 11.0000 | 3.0000 | 4.0000 | 34.0000 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.362494 |
| 10000 | NaN | 898.102 | 47.9273 | 16.7391 | 69904.358 | 0.4188 | 0.4698 | 14 | 62.4068 | 622.5552 | 209.0712 | 32.3972 | 50.3827 | 7.0545 | 28.5213 | 7.0698 | 6.9474 | 16.5466 | 42.3762 | 5 | 817 | 696 | 817 | 682 | 130 | 2460 | 112 | 1019 | 511 | NaN |